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26   3. Intermediate Determinant Theory

            Recalling the definitions of rejecter minors M, retainer minors N, and
          cofactors A, each with row and column parameters, it is found that


                                                         ,
                          y i 1  ··· y i r  = N i 1 ...i r ;j 1 ...j r  e j 1  ··· e j r
                              ∗                     ∗
                                                e 1 ··· e n ,
                           z 1 ··· z n = M i 1 ...i r ;j 1 ...j r
          where, in this case, the symbol ∗ denotes that those vectors with suffixes
          j 1 ,j 2 ,...,j r are omitted. Hence,
           x 1 ··· x n

                                                                   ∗
              =     (−1) N i 1 i 2 ...i r ;j 1 j 2 ...j r  M i 1 i 2 ...,i r ;j 1 j 2 ...j r  e j 1  ··· e j r  e 1 ··· e n .
                        p
                i 1 ...i r
          By applying in reverse order the sequence of interchanges used to obtain
          (3.3.2), it is found that
                                      ∗
                                   e 1 ··· e n =(−1) (e 1 ··· e n ),
                                                  q
                         e j 1  ··· e j r
          where
                                     n
                                           1
                                q =    j s − r(r +1).
                                           2
                                    s=1
          Hence,


             x 1 ··· x n =  (−1) p+q N i 1 i 2 ...i r ;j 1 j 2 ...j r  M i 1 i 2 ...i r ;j 1 j 2 ...j r  e 1 ··· e n
                        i 1 ...i r


                     =       N i 1 i 2 ...i r ;j 1 j 2 ...j r  A i 1 i 2 ...i r ;j 1 j 2 ...j r  e 1 ··· e n .
                        i 1 ...i r
          Comparing this formula with (1.2.5) in the section on the definition of a
          determinant, it is seen that


                 A n = |a ij | n =  N i 1 i 2 ...i r ;j 1 j 2 ...j r  A i 1 i 2 ...i r ;j 1 j 2 ...j r  ,  (3.3.4)
                             i 1 ...i r
          which is the general form of the Laplace expansion of A n in which the sum
          extends over the row parameters. By a similar argument, it can be shown
          that A n is also equal to the same expression in which the sum extends over
          the column parameters.
            When r = 1, the Laplace expansion degenerates into a simple expansion
          by elements from column j or row i and their first cofactors:

                                  A n =    N ij A ij ,
                                       i or j

                                     =     a ij A ij .
                                       i or j
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